1-12 of 12
Authors: Dominik Heider
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Journal Article
Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification
Bastian Pfeifer and others
Bioinformatics, Volume 39, Issue 11, November 2023, btad703, https://doi.org/10.1093/bioinformatics/btad703
Published: 21 November 2023
Journal Article
ODNA: identification of organellar DNA by machine learning
Roman Martin and others
Bioinformatics, Volume 39, Issue 5, May 2023, btad326, https://doi.org/10.1093/bioinformatics/btad326
Published: 17 May 2023
Journal Article
Federated Random Forests can improve local performance of predictive models for various healthcare applications
Anne-Christin Hauschild and others
Bioinformatics, Volume 38, Issue 8, March 2022, Pages 2278–2286, https://doi.org/10.1093/bioinformatics/btac065
Published: 09 February 2022
Journal Article
Prediction of antimicrobial resistance based on whole-genome sequencing and machine learning
Yunxiao Ren and others
Bioinformatics, Volume 38, Issue 2, January 2022, Pages 325–334, https://doi.org/10.1093/bioinformatics/btab681
Published: 06 October 2021
Journal Article
MOSGA: Modular Open-Source Genome Annotator
Roman Martin and others
Bioinformatics, Volume 36, Issue 22-23, December 2020, Pages 5514–5515, https://doi.org/10.1093/bioinformatics/btaa1003
Published: 07 December 2020
Journal Article
MESA: automated assessment of synthetic DNA fragments and simulation of DNA synthesis, storage, sequencing and PCR errors
Michael Schwarz and others
Bioinformatics, Volume 36, Issue 11, June 2020, Pages 3322–3326, https://doi.org/10.1093/bioinformatics/btaa140
Published: 04 March 2020
Journal Article
Deep learning on chaos game representation for proteins
Hannah F Löchel and others
Bioinformatics, Volume 36, Issue 1, January 2020, Pages 272–279, https://doi.org/10.1093/bioinformatics/btz493
Published: 21 June 2019
Journal Article
GUESS: projecting machine learning scores to well-calibrated probability estimates for clinical decision-making
Johanna Schwarz and Dominik Heider
Bioinformatics, Volume 35, Issue 14, July 2019, Pages 2458–2465, https://doi.org/10.1093/bioinformatics/bty984
Published: 29 November 2018
Journal Article
SCOTCH: subtype A coreceptor tropism classification in HIV-1
Hannah F Löchel and others
Bioinformatics, Volume 34, Issue 15, August 2018, Pages 2575–2580, https://doi.org/10.1093/bioinformatics/bty170
Published: 15 March 2018
Journal Article
gCUP: rapid GPU-based HIV-1 co-receptor usage prediction for next-generation sequencing
Michael Olejnik and others
Bioinformatics, Volume 30, Issue 22, November 2014, Pages 3272–3273, https://doi.org/10.1093/bioinformatics/btu535
Published: 13 August 2014
Journal Article
Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction
Dominik Heider and others
Bioinformatics, Volume 29, Issue 16, August 2013, Pages 1946–1952, https://doi.org/10.1093/bioinformatics/btt331
Published: 21 June 2013
Journal Article
Watermarking sexually reproducing diploid organisms
Dominik Heider and others
Bioinformatics, Volume 24, Issue 17, September 2008, Pages 1961–1962, https://doi.org/10.1093/bioinformatics/btn342
Published: 03 July 2008
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